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Published on: June 30, 2019
Mathematical modeling suggests heterogeneous replication of Mycobacterium tuberculosis in rabbits
Vitaly V Ganusov1, Afsal Kolloli2, Selvakumar Subbian2
1Host-Pathogen Interactions program, Texas Biomedical Research Institute, San Antonio, TX, USA.
Abstract:
Tuberculosis (TB), the disease caused by Mycobacterium tuberculosis (Mtb), remains a major health problem with 10.6 million cases of the disease and 1.6 million deaths in 2021. It is well understood that pulmonary TB is due to Mtb growth in the lung but quantitative estimates of rates of Mtb replication and death in lungs of patients or animals such as monkeys or rabbits remain largely unknown. We performed experiments with rabbits infected with a novel, virulent clinical Mtb isolate of the Beijing lineage, HN878, carrying an unstable plasmid pBP10. In our in vitro experiments we found that pBP10 is more stable in HN878 strain than in a more commonly used laboratory-adapted Mtb strain H37Rv (the segregation coefficient being s = 0.10 in HN878 vs. s = 0.18 in H37Rv). Interestingly, the kinetics of plasmid-bearing bacteria in lungs of Mtb-infected rabbits did not follow an expected monotonic decline; the percent of plasmid-bearing cells increased between 28 and 56 days post-infection and remained stable between 84 and 112 days post-infection despite a large increase in bacterial numbers in the lung at late time points. Mathematical modeling suggested that such a non-monotonic change in the percent of plasmid-bearing cells can be explained if the lung Mtb population consists of several (at least 2) sub-populations with different replication/death kinetics: one major population expanding early and being controlled/eliminated, while another, a smaller population expanding at later times causing a counterintuitive increase in the percent of plasmid-bearing cells. Importantly, a model with one kinetically homogeneous Mtb population could not explain the data including when the model was run stochastically. Given that in rabbits HN878 strain forms well circumscribed granulomas, our results suggest independent bacterial dynamics in subsets of such granulomas. Our model predictions can be tested in future experiments in which HN878-pBP10 dynamics in individual granulomas is followed over time. Taken together, our new data and mathematical modeling-based analyses illustrate differences in Mtb dynamics in mice and rabbits confirming a perhaps somewhat obvious observation that "rabbits are not mice".
Insights
Tuberculosis (TB) research reveals Mycobacterium tuberculosis (Mtb) dynamics in rabbit lungs are complex. Mathematical modeling suggests distinct Mtb subpopulations with differing replication and death rates drive observed bacterial changes.
Area of Science:
- Microbiology
- Immunology
- Mathematical Biology
Background:
- Tuberculosis (TB) remains a significant global health challenge, caused by Mycobacterium tuberculosis (Mtb).
- Quantitative data on Mtb replication and death rates within the lungs of infected hosts are scarce.
- Understanding Mtb dynamics is crucial for developing effective treatments.
Purpose of the Study:
- To investigate Mtb replication and death kinetics in rabbit lungs.
- To explore the stability and dynamics of a plasmid (pBP10) within Mtb during infection.
- To develop and apply mathematical models to explain observed bacterial population changes.
Main Methods:
- Infection of rabbits with a virulent Mtb Beijing lineage strain (HN878) carrying plasmid pBP10.
- In vitro assessment of plasmid stability in different Mtb strains (HN878 and H37Rv).
- Mathematical modeling to analyze Mtb population dynamics and plasmid-bearing cell percentages over time.
Main Results:
- Plasmid pBP10 exhibited greater stability in the HN878 Mtb strain compared to H37Rv.
- The percentage of plasmid-bearing Mtb cells in rabbit lungs increased non-monotonically during infection.
- A single Mtb population model could not explain the observed data; at least two subpopulations with distinct kinetics are suggested.
Conclusions:
- Mtb population dynamics in rabbit lungs are complex and heterogeneous, likely involving multiple subpopulations.
- These findings challenge assumptions of uniform bacterial behavior within granulomas.
- The study highlights the importance of host-specific differences (rabbits vs. mice) in Mtb infection models.

